← All articles

Best Interview Query Alternatives for Data Science Interviews (2026)

Seven Interview Query alternatives for SQL, product sense and company-specific data science prep, with prices checked Oct 14, 2026 and who each one fits.

Short answer

Which one should you use?

Interview Query is a solid full-loop data science prep platform: SQL, product sense, stats, ML, company guides and coaching. If you want something cheaper, more company-specific, more SQL-focused, or more course-heavy, these are the options I'd look at:

01Company-specific technical prep: Dataford (I run it) for guides and practice by company and role.
02SQL and Python coding volume: StrataScratch.
03Affordable SQL drills: DataLemur.
04Course + AI mock path: DataInterview.
05Data engineering loops: DataDriven.
06Free / low-cost SQL fundamentals: LeetCode SQL 50.
07Diagnose before you subscribe: PracHub's free comparisons and question pages.

I run Dataford, so keep that in mind. I link to each platform's own pages so you can check pricing and features yourself.

Comparison

Comparison table

PlatformBest forSQL practiceCompany-specific contentAI mock interviewsPrice (checked Oct 14, 2026)
DatafordCompany- and role-specific technical prep, plus 1:1 coaching with people at the companyYesGuides by company and roleYes, timed company-role mocks graded by AI$39/month or $99/year, with the same features on both plans
Interview QueryFull DS loop curriculumYesCompany guides and tagged questionsMock interviews in premiumMonthly, yearly and $299 lifetime plans; check the pricing page for the current monthly rate
StrataScratchLarge SQL/Python bank + projectsYes (multi-dialect)Company-filtered questionsYes, on Premium$24/month, $139/year or $289 lifetime
DataLemurFocused SQL (+ stats/ML) drillsYesCompany-style SQL questionsNone listed on its pricing page$15/month, $60/year, or $300 lifetime + coaching + book
DataInterviewStructured courses + AI practiceYesCompany-tagged questionsYes on Course + AI and upCourse $20/month billed $240/year; Course + AI $30/month billed $360/year; Career Pro $60/month billed $720/year
DataDrivenData engineering loop (SQL, Spark, modeling, pipelines)YesDE-focused company pagesMock interviews advertisedSee datadriven.io for current plans
LeetCode (SQL)Free SQL fundamentalsYes (SQL 50 + Database set)Limited for data rolesNoSQL 50 free; Premium $35/month or $159/year
PracHubComparisons and gap diagnosisSQL question pagesQuestions by companyAI practice on PremiumMost questions free; optional Premium
Green marks Dataford's row where it covers the column; red marks a gap on other sites. Prices and features checked on each site in October 2026.

The table puts 8 options side by side on best for, sql practice, company-specific content and ai mock interviews, with price in the last column. DataLemur, LeetCode (SQL) each have at least one red cell, a column they don't cover. Dataford is the row built around one company and role, with loop guides, real questions, AI mocks and 1:1 coaching, at $39 a month or $99 a year. Read across your weakest round first, then check price.

For reference, Interview Query's own site markets 500+ questions, company research, and courses. Treat marketing counts as directional until you confirm inside the product.

01

Dataford

Dataford is interview prep for a specific company and role across 80+ roles and 15,000+ companies, like Data Engineer at Meta or Software Engineer at Amazon. You get a guide to that loop, real interview questions from past candidates, AI mock interviews, and SQL and coding practice where the loop needs it. It covers data scientist, data analyst, data engineer, product analyst, ML and adjacent roles.

01Good for: A booked loop for a specific company and role, like Data Engineer at Meta; comparing how Meta vs Google vs Amazon (and others) structure the same role.
02Weaker on: Behavioral coaching and resume tools are light. Some company-role guides are built from small report samples, so treat their stats as directional.
03Price: Quick Prep at $39/month or $99/year, with the same features on both plans.
041:1 coaching: 40+ coaches who currently work at companies like Meta, Google, Amazon, Databricks, Snowflake, Stripe and Netflix, each with a verified-employer badge, across data, engineering (including forward deployed and AI/ML), product and consulting roles. Sessions are 60-minute mock interviews or strategy calls, priced from about $109 to $339 per session (most are $139 to $209), with written feedback afterward. Sessions are anonymous (the coach sees your first name only, and nothing is recorded), and you can cancel free up to 24 hours before. Coaching launched on October 17, 2026 with 40+ coaches, and we expect to pass 500 in the next couple of months as we add a more human side to prep on Dataford. Every session runs inside Dataford itself, with no separate Zoom or Google Meet link, so booking, the mock and the feedback all sit in one place.
05Scale: 80+ roles, 15,000+ companies, 51,000+ real interview questions and 86,000+ interview guides.
06Disclosure: I founded Dataford.
02

Interview Query (baseline)

Interview Query is the product most people are leaving or comparing against. It aims at the full data science loop: SQL, Python, statistics, A/B testing, product sense, ML, take-homes, company guides, and optional coaching.

01Good for: Candidates who have weeks and want one curriculum for the whole loop.
02Weaker on: Price is higher than SQL-only tools. You won't finish the whole library in a short sprint.
03Price: Monthly, yearly and $299 lifetime plans; check the pricing page for the current monthly rate.
03

StrataScratch

StrataScratch is a large bank of company-labeled SQL and Python questions plus non-coding prompts and hosted data projects. Reviews describe 1,000+ questions and AI mock interviews for DS/ML roles.

01Good for: Coding volume and take-home-style notebook work.
02Weaker on: Less emphasis on company-loop structure and product-sense frameworks than Interview Query.
03Price: $24/month, $139/year or $289 lifetime.
04

DataLemur

DataLemur is Nick Singh's interactive SQL (and some stats/ML) practice site, tied to Ace the Data Science Interview.

01Good for: When SQL is the main gap and you want a low annual price.
02Weaker on: Narrower than a full DS loop; not a substitute for product sense or take-homes.
03Price: $15/month, $60/year, or $300 for lifetime + 1:1 coaching + signed book.
05

DataInterview

DataInterview (Dan Lee) is a course-led platform with a large question bank, coding practice, and AI mocks on higher tiers.

01Good for: People who like structured courses and want AI tutor / mock features bundled.
02Weaker on: Best AI features sit on Course + AI and Career Pro. Company tags help late-stage targeting more than day-one learning.
03Price: Course $20/month billed $240/year; Course + AI $30/month billed $360/year; Career Pro $60/month billed $720/year. Live memberships are separate and higher.
06

DataDriven

DataDriven focuses on data engineering interviews: SQL, Spark/Python, data modeling and pipeline design, with mock interviews.

01Good for: DE loops where half the rounds are design, not just coding.
02Weaker on: Not aimed at product data science or pure analytics cases.
03Price: see datadriven.io for current plans.
07

LeetCode SQL

LeetCode's SQL 50 study plan and Database problem set are the free default for SQL syntax reps.

01Good for: Fundamentals before you pay for a data-interview bank.
02Weaker on: Problems are often algorithm-flavored, not analytics-interview style.
03Price: SQL 50 free; Premium $35/month or $159/year.
08

PracHub (diagnosis, not a full substitute)

PracHub publishes detailed comparisons of DataLemur, StrataScratch and Interview Query and positions itself for real questions plus company prep. Use it to pick a specialist rather than as your only practice tool.

Verdict

How I'd choose

Interview in under two weeks at a named companyDataford for that company and role's guide and real questions, plus DataLemur or StrataScratch if you need more coding volume.
SQL is the only weak spotDataLemur (budget) or StrataScratch (volume).
Full DS loop over a month+Interview Query or DataInterview.
Data engineering titleDataDriven first; add StrataScratch for extra SQL.
Budget near zeroLeetCode SQL 50, then free tiers on DataLemur / StrataScratch before you pay.

You usually don't need two paid subscriptions at once. Diagnose the gap, pick one paid tool, and keep one free drill site.

Real questions for your exact company and role.Pick your company and role and see the questions real candidates were asked.
Browse interview guides
FAQ

Frequently asked questions

What is the best Interview Query alternative for company-specific prep?

Dataford. It's built around company and role guides plus practice for that loop. Interview Query also has company guides; Dataford's focus is the company-role pairing end to end.

What is the cheapest paid Interview Query alternative?

Of the prices I could verify on Oct 14, 2026, DataLemur's $60/year plan is the lowest annual option among the data-focused tools above. Dataford's $99/year plan is next. LeetCode SQL 50 is free.

Is StrataScratch or DataLemur better than Interview Query?

It depends on the gap. StrataScratch and DataLemur win for SQL/Python reps. Interview Query wins when you need product sense, experimentation and a structured full-loop curriculum.

Does DataInterview replace Interview Query?

For course-style learning with AI mocks on higher tiers, it can. Confirm current company-guide depth and mock formats on datainterview.com before you switch.

How much does Dataford cost?

Plans are $39/month or $99/year, with the same features on both plans.

Should I use Interview Query and Dataford together?

Only if your loop needs both a broad curriculum and deep company-role practice. Most people should pick one paid platform and one free drill site.

Does Dataford offer 1:1 coaching?

Yes. Dataford has 40+ coaches who currently work at companies like Meta, Google, Amazon, Databricks and Stripe. Sessions are 60-minute mock interviews or strategy calls, from about $109 to $339 per session (most are $139 to $209), with written feedback afterward. Sessions are anonymous and nothing is recorded, and you can cancel free up to 24 hours before. Coaching launched on October 17, 2026 with 40+ coaches, and we expect to pass 500 in the next couple of months as we add a more human side to prep on Dataford. Every session runs inside Dataford itself, with no separate Zoom or Google Meet link, so booking, the mock and the feedback all sit in one place.

Prices and features checked Oct 14, 2026. I run Dataford. If something here is out of date, email me and I'll fix it.

Amney Mounir
Amney Mounir
Founder of Dataford and Sr. Product Growth at Meta. Ranked the #10 largest content creator in the US for data science, with over 80,000 followers on LinkedIn.
Keep reading
GuidesBest Big Interview Alternatives for Technical and Data Roles (2026)Amney Mounir · 7 minGuidesBest Blind Alternatives for Interview Experiences and Offers (2026)Amney Mounir · 7 min
Best Interview Query Alternatives for Data Science Interviews (2026) | Dataford